Search Results for author: Ruisu Zhang

Found 2 papers, 2 papers with code

Debiasing Pre-Trained Language Models via Efficient Fine-Tuning

1 code implementation LTEDI (ACL) 2022 Michael Gira, Ruisu Zhang, Kangwook Lee

An explosion in the popularity of transformer-based language models (such as GPT-3, BERT, RoBERTa, and ALBERT) has opened the doors to new machine learning applications involving language modeling, text generation, and more.

Language Modelling Text Generation

LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks

1 code implementation14 Jun 2022 Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee

LIFT does not make any changes to the model architecture or loss function, and it solely relies on the natural language interface, enabling "no-code machine learning with LMs."

BIG-bench Machine Learning General Classification +2

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